CI/CD Pipelines
This guide explains how to design and operate CI/CD pipelines that are fast, reliable, and auditable.
Pipeline objectives
A production-ready pipeline should:
- validate code quality before merge,
- produce reproducible artifacts,
- deploy safely across environments,
- and provide clear rollback paths.
Reference pipeline stages
- Source: trigger on pull requests and main branch updates.
- Build: compile and package with locked dependencies.
- Test: run unit, integration, and security checks.
- Release: publish immutable artifacts with version metadata.
- Deploy: progressive rollout with environment gates.
- Verify: post-deploy health checks and alert validation.
Delivery controls
- Enforce branch protection and required checks.
- Separate deployment permissions from code merge permissions.
- Use environment-specific secrets and short-lived credentials.
- Keep rollback artifacts available for every release.
Deployment strategies
- Blue/green: fast rollback with duplicate environments.
- Canary: low-risk rollout to a subset of traffic.
- Rolling update: gradual replacement with health checks.
Failure handling
When a pipeline fails:
- stop downstream stages immediately,
- collect logs and test artifacts,
- classify root cause (code, config, infra, dependency),
- rerun only after corrective change is merged.
Tooling options
- CI engines: GitHub Actions, GitLab CI, Jenkins, CircleCI
- Artifact stores: GitHub Packages, Artifactory, ECR/GCR/ACR
- Quality gates: lint, unit tests, SAST, dependency scanning